Staff Product Manager (Lead), Technical – ML-based
- Full-Time
- Oct 2023 - Nov 2023
• Developed from scratch two separate 3-year product strategies and roadmaps for marketplace simulation and elastic supply planning by identifying high impact use cases and creating a prioritization framework in line with company goals, resulting in VP-level alignment and prioritization across 5 product teams (over 300 teammates)
• Launched ML-based fleet simulator by modeling geo-based demand, routing, and rider behavior to test and tune marketplace positioning, matching, and summoning algorithms, reducing enterprise risk and rider ETA by 20%
• Launched algorithm-based elastic supply plan that provides optimized fleet deployment, vehicle allocations, and charging schedules to operations, increasing fleet utilization by 25% and reducing cost by 30%